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What is Grid Computing?. Mike Mineter Training Outreach and Education National e-Science Centre mjm@nesc.ac.uk. Contents. Introduction to e-Research and e-Science Grids e-Infrastructure Grid concepts Grids - Where are we now?.
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What is Grid Computing? Mike Mineter Training Outreach and Education National e-Science Centre mjm@nesc.ac.uk
Contents • Introduction to • e-Research and e-Science • Grids • e-Infrastructure • Grid concepts • Grids - Where are we now?
‘e-Science is about global collaboration in key areas of science, and the next generation of infrastructure that will enable it.’ John Taylor Director General of Research Councils Office of Science and Technology
DSS Optical IRAS 25m 2MASS 2m GB 6cm ROSAT ~keV WENSS 92cm NVSS 20cm IRAS 100m Virtual Observatories Virtual Observatories Observations made across entire electromagnetic spectrum • e.g. different views of a local galaxyNeed all of them to understand physics fully Databases are located throughout the world Peter Clarke
Information Integrator SyntenyGrid Service blast + Biomedical Research Informatics Delivered by Grid Enabled Services VO Authorisation http://www.brc.dcs.gla.ac.uk/projects/bridges/
DAME: Grid based tools and Infer-structure for Aero-Engine Diagnosis and Prognosis Engine flight data London Airport Airline office New York Airport Grid Diagnostics Centre Maintenance Centre American data center European data center • “A Significant factor in the success of the Rolls-Royce campaign to power the Boeing 7E7 with the Trent 1000 was the emphasis on the new aftermarket support service for the engines provided via DS&S. Boeing personnel were shown DAME as an example of the new ways of gathering and processing the large amounts of data that could be retrieved from an advanced aircraft such as the 7E7, and they were very impressed”, DS&S 2004 XTO Companies: Rolls-Royce DS&S Cybula Universities: York, Leeds, Sheffield, Oxford Engine Model Case Based Reasoning Signal Data Explorer
climateprediction.net and GENIE • Largest climate model ensemble • >45,000 users, >1,000,000 model years Response of Atlantic circulation to freshwater forcing 10K 2K
UK Grid for Particle Physics GridPP www.gridpp.ac.uk ATLAS detectors, 2/3/06
Cameras Connecting people: Access Grid http://www.accessgrid.org/ Microphones
What is e-Research? • Collaborative research that is made possible by the sharing across the Internet of resources (data, instruments, computation, people’s expertise...) • Crosses organisational boundaries • Often very compute intensive • Often very data intensive • Sometimes large-scale collaboration • Began with focus in the “big sciences” hence initiatives are often badged as “e-science” • Relevance of “e-science technologies” to new user communities (social science, arts, humanities…) led to the term “e-research”
Grids: a foundation for e-Research • e-Science methodologies will rapidly transformscience, engineering, medicine and business • driven by exponential growth (×1000/decade) • enabling a whole-system approach computers software Grid sensor nets instruments Shared data archives Diagram derived from Ian Foster’s slide colleagues
What is Grid Computing? • The grid vision is of “Virtual computing” (+ information services to locate computation, storage resources) • Compare: The web: “virtual documents” (+ search engine to locate them) • MOTIVATION: collaboration through sharing resources (and expertise) to expand horizons of • Research • Commerce – engineering, … • Public service – health, environment,…
Mobile Access G R I D M I D D L E W A R E Supercomputer, PC-Cluster Workstation Data-storage, Sensors, Experiments Visualising Internet, networks The Grid Metaphor
Collaboration Grid Operations, Support and training Network infrastructure& Resources What is e-Infrastructure? • Grids: permit resource sharing across administrative domains • Networks: permit communication across geographical distance • Supporting organisations • Operations for grids, networks • Resources • Computers • Digital libraries • Research data • Instruments • Middleware • Authentication, Authorisation • Registries, search engines • Toolkits, environments • E.g. for collaboration
Virtual organisations and grids • What’s a Virtual Organisation? • People in different organisations seeking to cooperate and share resources across their organisational boundaries E.g. A research collaboration • Each grid is an infrastructure enabling one or more “virtual organisations” to share and access resources • Key concept: The ability to negotiate resource-sharing arrangements among a set of participating parties (providers and consumers) and then to use the resulting resource pool for some purpose. (Ian Foster)
Typical current grid • Virtual organisations negotiate with sites to agree access to resources • Grid middleware runs on each shared resource to provide • Data services • Computation services • Single sign-on • Distributed services (both people and middleware) enable the grid INTERNET
Where computer science meets the application communities! VO-specific developments: Portals Virtual Research Environments Semantics, ontologies Workflow Registries of VO services Application Application toolkits, standards Middleware: “collective services” Basic Grid services:AA, job submission, info, … Empowering VO’s Production grids provide these services.
Workflow example • Taverna in MyGrid http://www.mygrid.org.uk/ • “allows the e-Scientist to describe and enact their experimental processes in a structured, repeatable and verifiable way” • GUI • Workflow language • enactment engine
The many scales of grids International instruments,.. International grid (EGEE) National datacentres, HPC, instruments National grids (e.g. National Grid Service) Wider collaboration greater resources Regional grids (e.g. White Rose Grid) Institutes’ data; Condor pools Campus grids Desktop
Main components Access service How users logon to a Grid Resource Broker (RB): Service that matches the user’s requirements with the available resources on a Grid Information System: Characteristics and status of resources Computing Element (CE): A batch queue on a site’s computers where the user’s job is executed Storage Element (SE): provides (large-scale) storage for files
Who provides the resources?! “VO”: virtual organisation “Grid operations”: funded effort
File Replica Catalogue Input files User/Grid interface Datasets info Information Service Output files Resource Broker Resource info Output Job Submit Event Author. &Authen. Input Job Query Publish Job Status Storage Resource Logging & Book-keeping Computing Resource = batch queue Job Status Current EGEE grid
EGEE is … • EU-funded project that has established the largest multi-VO production grid in the world! • What’s happening now?http://gridportal.hep.ph.ic.ac.uk/rtm/ • What resources are connected?http://goc.grid-support.ac.uk/gridsite/monitoring/
Grid security and trust -1 • Providers of resources (computers, databases,..) need risks to be controlled: they are asked to trust users they do not know • They trust a VO • The VO trusts its members • User’s need • single sign-on: to be able to logon to a machine that can pass the user’s identity to other resources • To trust owners of the resources they are using • Build middleware on layer providing: • Authentication: know who wants to use resource • Authorisation: know what the user is allowed to do • Security: reduce vulnerability, e.g. from outside the firewall • Non-repudiation: knowing who did what • The “Grid Security Infrastructure” middleware is the basis of (most) production grids
Grid security and trust -2 • Achieved by Certification: • User’s identity has to be certified by one of the national Certification Authorities (CAs) • mutually recognized http://www.gridpma.org/ • In UK go to http://www.grid-support.ac.uk/ca/ralist.htm to find CA’s local “Registration Authorities” • Resources are also certified by CAs • User • User joins a VO • Digital certificate is basis of AA • Identity passed to resources you use, where it is mapped to a local account • Policies express the rights for a Virtual Organization to use resources
If “The Grid” vision leads us here… … then where are we now?
Grids: where are we now? • Many key concepts identified and known • Many grid projects have tested, and benefit from, these • Major efforts now on establishing: • Production Grids for multiple VO’s • “Production” = Reliable, sustainable, with commitments to quality of service • In Europe, EGEE • In UK, National Grid Service • In US, Teragrid and OSG • One stack of middleware that serves many research communities • Establishing operational procedures and organisation • Standards (a slow process) (e.g. Global Grid Forum, http://www.gridforum.org/ ) • Service orientation - “the way to build grids”
Networks Web Where are we now? –user’s view Early adopters Routine production Unimagined possibilities Research Pilot projects Grids Sciences, engineering Arts Humanities e-Soc-Sci Early production grids: UK – National Grid Service International - EGEE
Collaboration Grid Operations, Support and training Network infrastructure& Resource centres Summary -1: enabling collaboration • Grids: collaboration across administrative domains • Networks: collaboration across geographical distance • Semantics, ontologies: collaboration across disciplines / groups • Storage, (“curation”): collaboration across time
Summary -2 • Ask not what “the Grid” can do for you • BUT • With whom do you collaborate? • What resources / services can you provide? • What resources would empower your research? People Data Computation